Zero-Shot Text Classification with Self-Training
- Ariel Gera
- Alon Halfon
- et al.
- EMNLP 2022
I am a Senior Research Scientist at IBM Israel Research Lab, managing the Language & Retrieval group.
I joined IBM Research to be part of Project Debater, the first AI system that can debate humans on complex topics, as responsible for its NLP pipeline and tools. Later became a team lead working on Argument Mining, Argument Quality, Weak Supervision, and Debate Rebuttal.
I am leading Label Sleuth an open-source no-code system for text labeling and text classifiers building with no AI nor programing knowledge needed - from unlabeled data to a working classifier in just a few hours!
I received my Ph.D. in Computer Science from Bar Ilan University, where I have worked on semantic inference under the supervision of Prof. Ido Dagan and Prof. Jacob Goldberger. There I developed algorithms for the acquisition of lexical semantic relations, proposed methods for the integration of knowledge resources and built probabilistic models for inference at the lexical level.
IBM Cognitive computing colloquium - November 2014
Israeli Seminar on Computational Linguistics (ISCOL) - September 2014
Israeli Seminar on Computational Linguistics (ISCOL) - October2018